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Estimating osteological sex using predictive geometric morphometric analyses of the greater sciatic notch 利用大坐骨切迹的预测性几何形态分析估计骨学性别
IF 1.5 2区 历史学 N/A ARCHAEOLOGY Pub Date : 2024-08-30 DOI: 10.1016/j.jasrep.2024.104745

Accurately estimating the biological sex of human skeletal remains is crucial in both forensic and archaeological contexts for constructing biological profiles. Presently, one of the most commonly used methods involves an ordinal scale describing the shape of the greater sciatic notch (GSN). However, this approach is limited by variations influenced by temporal, geographic, and ancestral factors affecting pelvic morphology. Consequently, its reliable applicability is restricted to populations resembling the original reference group. Recent advancements in quantitative analyses offer a promising alternative by enabling detailed measurement of subtle morphological changes, thus enhancing the accuracy of sex estimation using skeletal pelvic remains. In this study, we employ 2D landmark-based geometric morphometrics (GMM) to develop a protocol for pelvic sex estimation by quantifying the curve and angle of the GSN. These techniques are applied to both a contemporary population of adult European-Americans of known biological sexes (33 females, 38 males) and an archaeological population (n = 73) from south-west England. Our analysis reveals that our GMM approach achieves a 90 % accuracy rate in modern populations. Results indicate that both GSN morphology and angle are highly indicative of biological sex, allowing confidence in sex estimations of archaeological remains using these features.

在法医学和考古学中,准确估计人类骨骼遗骸的生物性别对于构建生物轮廓至关重要。目前,最常用的方法之一是通过描述坐骨大切迹(GSN)形状的序数标尺。然而,这种方法受到影响骨盆形态的时间、地理和祖先因素的变化的限制。因此,其可靠的适用性仅限于与原始参照组相似的人群。定量分析的最新进展提供了一个很有前途的替代方法,它可以详细测量细微的形态变化,从而提高利用骨骼骨盆遗骸进行性别估计的准确性。在这项研究中,我们采用了基于二维地标的几何形态计量学(GMM),通过量化骨盆网的曲线和角度来制定骨盆性别估计方案。这些技术同时应用于已知生理性别的当代欧美成年人群(33 名女性,38 名男性)和英格兰西南部的考古人群(n = 73)。我们的分析表明,我们的 GMM 方法在现代人群中达到了 90% 的准确率。结果表明,GSN 形态和角度对生物性别有很强的指示作用,因此可以利用这些特征对考古遗存进行性别估计。
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引用次数: 0
Farming during turbulent times: Agriculture, food crops, and manuring practices in Bronze Age to Viking Age Denmark 动荡时期的耕作:青铜时代至维京时代丹麦的农业、粮食作物和施肥方法
IF 1.5 2区 历史学 N/A ARCHAEOLOGY Pub Date : 2024-08-30 DOI: 10.1016/j.jasrep.2024.104736

Archaeobotanical and stable isotope analysis on plant remains from 39 sites spanning the Bronze, Iron, and Viking Ages in Denmark has been undertaken in order to investigate the development and resilience of agricultural practices, particularly through the 1250-year-long Iron Age (500 BC – AD 750). During this time, an increase in the spectrum of food resources can be seen in the archaeobotanical material. At the same time, soil enrichment of fields of barley, which increased markedly during the Bronze−Iron Age transition, remains consistent until the Viking Age. A more broad-spectrum diet appears to tie in with agricultural extensification comprising increased scales of land use and fallowing alongside possibly less intense tillage of fields. These practices appear to have made agriculture resilient to climatic fluctuations during our study period, with the possible exception of a shift following volcanic eruptions in AD 536/540.

我们对丹麦青铜时代、铁器时代和维京时代的 39 个遗址中的植物遗存进行了考古植物学和稳定同位素分析,以研究农业生产方式的发展和适应力,尤其是长达 1250 年的铁器时代(公元前 500 年至公元 750 年)。在这一时期,从考古植物材料中可以看到食物资源种类的增加。与此同时,在青铜时代-铁器时代的过渡时期,大麦田的土壤肥力明显增加,这种情况一直持续到维京时代。更广泛的饮食似乎与农业扩展有关,农业扩展包括扩大土地使用范围和休耕,同时可能减少对田地的耕作。这些做法似乎使农业能够抵御我们研究期间的气候波动,但公元 536/540 年火山爆发后可能出现的变化除外。
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引用次数: 0
Intestinal parasites from Hubei archaeological sites of early China (5th century BCE to 3rd century CE) 中国早期湖北考古遗址(公元前 5 世纪至公元前 3 世纪)中的肠道寄生虫
IF 1.5 2区 历史学 N/A ARCHAEOLOGY Pub Date : 2024-08-27 DOI: 10.1016/j.jasrep.2024.104734

Parasite remains in archaeological contexts provide a chance to look at the life of past populations from various perspectives, including dietary behaviors, subsistence activities, constructions of latrines, waste management, and interactions with the surrounding environment. Hubei Province is situated in Central China, boasting a rich history marked by extensive human activity. Previous studies have illuminated the presence of intestinal parasites in mummies of the Warring States Period (5th century BCE to 3rd century BCE) and Han Dynasty (3rd century BCE to 3rd century CE) sites, e.g., Chinese liver flukes (Clonorchis sinensis). This research centers on the analysis of twenty soil samples obtained from the pelvic region of human skeletal remains in seven archaeological sites within Hubei dating from the Warring States Period (5th century BCE to 3rd century BCE) to the Han Dynasty (3rd century BCE to 3rd century CE). The investigation has identified the presence of Chinese liver flukes (Clonorchis sinensis) at the site Gaotai. Several factors may contribute to the parasitic infection among the ancient Hubei population, including a suitable living environment for parasites, consumption of raw or undercooked fish, use of night soil, the rudimentary construction of latrines situated close to pigpens and bodies of water, as well as inadequate feces management. This research, with previous studies, indicates a possible endemic area for Chinese liver fluke in ancient Hubei. Future studies are expected to be conducted on the epidemiology of intestinal parasitic infection among ancient Hubei populations.

考古环境中的寄生虫遗迹为我们提供了一个机会,可以从饮食行为、生存活动、厕所建造、废物管理以及与周围环境的互动等多个角度了解过去人群的生活。湖北省位于中国中部,历史悠久,人类活动频繁。以往的研究揭示了战国时期(公元前 5 世纪至公元前 3 世纪)和汉代(公元前 3 世纪至公元前 3 世纪)遗址木乃伊中存在的肠道寄生虫,如中华肝吸虫(Clonorchis sinensis)。这项研究集中分析了湖北境内七处考古遗址中人类骸骨骨盆区域的二十个土壤样本,这些遗址的年代可追溯到战国时期(公元前五世纪至公元前三世纪)至汉代(公元前三世纪至公元前三世纪)。此次调查在高台遗址发现了中华肝吸虫(Clonorchis sinensis)。古代湖北人感染寄生虫可能有多种因素,包括适宜寄生虫生存的环境、食用生鱼或未煮熟的鱼、使用夜土、在猪圈和水体附近建造简陋的厕所以及粪便管理不善。这项研究与之前的研究相结合,表明中国肝吸虫病可能在古湖北地区流行。预计未来将对湖北古代人群肠道寄生虫感染的流行病学进行研究。
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引用次数: 0
Non-destructive identification of iron oxide crystals in 15th century A.D. Chinese imperial red overglaze decoration 公元 15 世纪中国宫廷釉里红装饰中氧化铁晶体的非破坏性鉴定
IF 1.5 2区 历史学 N/A ARCHAEOLOGY Pub Date : 2024-08-27 DOI: 10.1016/j.jasrep.2024.104733

Red overglaze decoration is one of the earliest and most important colorful overglaze decorations in China, which had a remarkable influence on the successful firing and development of polychrome overglaze porcelains. The uncontrollability of red overglaze decoration led to a certain proportion of defective porcelain products in the Ming Dynasty (1368–1644 CE). To investigate and identify the coloring effect of iron oxide crystals in red overglaze decoration, three groups of samples with different color appearance were non-destructively analyzed and observed by OM, spectrophotometer, XRF, Raman spectroscopy, XRD and SEM. The results show that the hue of red overglaze decoration was caused by the different crystal forms of iron oxide. Hematite (α-Fe2O3) displays red color, while maghemite (γ-Fe2O3) and magnetite (Fe3O4) yield orange-red and dark red colors. With the similar raw materials and manufacturing processes, the presence of maghemite and magnetite are related to subtle differences in processing raw materials and firing them.

釉里红装饰是中国最早也是最重要的釉上彩装饰之一,对多彩釉上彩瓷器的成功烧制和发展有着显著的影响。由于釉里红装饰的不可控性,明代(公元 1368-1644 年)出现了一定比例的次品瓷器。为了研究和确定氧化铁晶体在釉里红装饰中的着色效果,我们采用 OM、分光光度计、XRF、拉曼光谱、XRD 和 SEM 对三组不同颜色外观的样品进行了非破坏性分析和观察。结果表明,釉里红装饰的色调是由不同晶型的氧化铁造成的。赤铁矿(α-Fe2O3)呈现红色,而磁铁矿(γ-Fe2O3)和磁铁矿(Fe3O4)则呈现橙红色和暗红色。由于原材料和制造工艺相似,镁铁矿和磁铁矿的存在与原材料加工和烧制过程中的细微差别有关。
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引用次数: 0
Investigating soils of barrows in the Rozumice Forest (SW Poland) – Dynamics of soil and landscape evolution in a Central European loess plateau 调查罗祖米塞森林(波兰西南部)的荒丘土壤--中欧黄土高原的土壤和地貌演变动态
IF 1.5 2区 历史学 N/A ARCHAEOLOGY Pub Date : 2024-08-27 DOI: 10.1016/j.jasrep.2024.104722

Soil properties reflect a host of environmental conditions and land-use patterns. Formation of cultural landscapes may well be studied at barrow cemeteries, which give the opportunity of comparing the properties of buried soils, the material building the mounds and the present-day soil cover. Current archaeo-pedological research on Late Neolithic long-barrows indicates a widespread Early Holocene presence of fertile chernozemic soils in the loess zone in Silesia (SW Poland) and their subsequent transformation (en masse) into Luvisols during the Subboreal and Subatlantic. Since the timing of the transformation remains a question – to elaborate the regional chronosequence of soil evolution – we examined the barrow cemetery in the Rozumice Forest, presumably of early medieval age. We assessed the chronology of the burial mounds and properties of the soil record by analysis of ALS data and magnetometer survey, as well as pedological and archaeobotanical analyses and 14C dating of samples from cores extracted from four of the barrows. The results show that the barrows in the Rozumice Forest were most likely built in the Early Middle Ages (7-9th c. AD) using local Luvisol (clay-illuvial soil) material, after vegetation clearance by fire. The buried Luvisols found beneath the mounds bear traces of human land-use – settlement and/or agriculture during the Late Neolithic, and may be polygenetic, being the result of transformation of Early Holocene chernozemic soils.

土壤特性反映了一系列环境条件和土地使用模式。文化景观的形成完全可以在荒冢墓地进行研究,这样就有机会比较埋藏土壤的特性、建造荒冢的材料和现今的土壤覆盖层。目前对新石器时代晚期长茅的考古学-植物学研究表明,在全新世早期,西里西亚(波兰西南部)黄土区广泛存在肥沃的钙质土壤,随后在亚寒带和亚大西洋时期,这些土壤(大面积)转变为卢维索土壤。由于转变的时间仍是一个问题--为了详细说明土壤演变的区域时间顺序,我们考察了罗祖米采森林中的荒冢墓地,推测其年代为中世纪早期。我们通过分析 ALS 数据和磁强计调查,以及对其中四个荒冢提取的岩心样本进行土壤学和考古植物学分析以及 14C 测定,评估了坟冢的年代学和土壤记录的特性。研究结果表明,罗祖米塞森林中的荒冢很可能是在中世纪早期(公元 7-9 世纪),利用当地的 Luvisol(粘土-冲积土)材料建造的,当时植被已被大火清除。在土丘下发现的被掩埋的 Luvisols 有人类使用土地的痕迹--新石器时代晚期的定居和/或农业,并且可能是多基因的,是全新世早期chernozemic 土壤转变的结果。
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引用次数: 0
Comparative analysis of confocal microscopy objective magnifications on dental microwear texture Analysis. Implications for dietary reconstruction in caprines 共聚焦显微镜物镜放大倍数对牙齿微磨损纹理分析的比较分析。对毛冠鹿膳食重建的影响
IF 1.5 2区 历史学 N/A ARCHAEOLOGY Pub Date : 2024-08-24 DOI: 10.1016/j.jasrep.2024.104716

Dental microwear texture analysis (DMTA) is a proxy used for characterising vertebrate palaeodiets in archaeological and palaeontological studies through the acquisition of 3D micro-texture height maps using confocal microscopy. Unlike previous techniques, DMTA is a quantitative method and enables reproducibility and repeatability. However, researchers working on DMTA have used different measurement equipment, softwares and microscopy objectives (magnification and numerical aperture). In the case of the objectives, DMTA widely uses 100x objective magnification, although successful applications at 20x and 50x have been reported. This study investigates the discriminative abilities at different magnifications, and discuss the advantages of each one. For this purpose, a set of 94 modern domestic and wild goats were analysed at 10x/0.30, 20x/0.45, 50x/0.80, and 100x/0.80. Our results demonstrate that all magnifications can discern between the seven groups of modern goats. However, 10x and 20x magnifications showed lower discrimination compared to 50x and 100x. Discriminant analyses revealed progressively refined distinctions at higher magnifications, with 100x yielding the best results. These findings support prior research suggesting the efficacy of 100x magnification in DMTA as the most optimal choice. However, it should be emphasised that high magnification and numerical aperture can present some limitations. Depending on the characteristics of the material studied and the microscope, an objective with lower magnification and numerical aperture may me more suitable.

牙齿微磨损纹理分析(DMTA)是考古学和古生物学研究中用来描述脊椎动物古骨骼特征的一种替代方法,它通过共聚焦显微镜获取三维微纹理高度图。与以往的技术不同,DMTA 是一种定量方法,具有可重复性和可重复性。然而,研究 DMTA 的研究人员使用了不同的测量设备、软件和显微镜物镜(放大倍率和数值孔径)。在物镜方面,DMTA 广泛使用 100 倍物镜放大率,但也有报道称成功应用于 20 倍和 50 倍物镜。本研究调查了不同倍率下的分辨能力,并讨论了每种倍率的优势。为此,我们在 10x/0.30、20x/0.45、50x/0.80 和 100x/0.80 倍率下对 94 只现代家山羊和野山羊进行了分析。我们的结果表明,所有放大倍数都能区分七组现代山羊。然而,与 50x 和 100x 相比,10x 和 20x 放大镜的分辨能力较低。判别分析显示,放大倍数越高,区分度越高,其中 100 倍的结果最好。这些发现支持了之前的研究,即 100 倍放大镜在 DMTA 中的功效是最佳选择。不过,需要强调的是,高倍率和数值孔径会带来一些限制。根据所研究材料和显微镜的特性,放大倍率和数值孔径较低的物镜可能更适合。
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引用次数: 0
Reassessing the origins of Near Eastern obsidian vessels: Not as simple as “Central Anatolia” 重新评估近东黑曜石器皿的起源:并非 "中安纳托利亚 "那么简单
IF 1.5 2区 历史学 N/A ARCHAEOLOGY Pub Date : 2024-08-24 DOI: 10.1016/j.jasrep.2024.104731

In the 1960s, Renfrew and colleagues tested an obsidian vessel from Tepe Gawra in northern Iraq. The vessel was attributed to their “Group 1e-f” chemical type, which matched obsidian from the Acıgöl volcanic complex in central Turkey as well as unclear locations in eastern Turkey and Armenia. Renfrew and colleagues favored an attribution of the vessel to Acıgöl, and consequently, an association between obsidian vessels and central Turkey became widely held in the literature. Given the destructive nature of chemical analysis until the 21st century, obsidian vessels and fragments were almost never tested, so there were few chances to overturn or support this association. Furthermore, such vessels have attracted much attention as likely prestige objects. To consider value and meanings derived from a material’s source, however, it is crucial to have the correct identification of its origin. First I consider the available sourcing data for previously studied vessel fragments. Second I report my new source identifications for a vessel with an uncertain provenience in the Metropolitan Museum of Art, fragments from Ur, and the same vessel from Tepe Gawra tested by Renfrew and colleagues. Only the site located in south-central Turkey (Domuztepe) had polished artifact fragments from the obsidian sources of Cappadocia. For Mesopotamian (Tepe Gawra, Ur, Kenan Tepe) and Zagros (Tal-e Malyan) sites, the vessels instead derived from four sources in eastern Turkey: Sarıkamış 2, Nemrut Dağ 2, Bingöl B, and Meydan Dağ. Thus, the association between obsidian vessels and central Turkey must be abandoned, as must narratives based on this association (e.g., exchange between early states or elites in Cappadocia and Mesopotamia).

20 世纪 60 年代,Renfrew 及其同事对伊拉克北部 Tepe Gawra 的一件黑曜石器皿进行了检测。该器皿属于他们的 "1e-f 组 "化学类型,与土耳其中部 Acıgöl 火山群以及土耳其东部和亚美尼亚不明确地点出产的黑曜石相吻合。Renfrew 及其同事倾向于将该器皿归属于 Acıgöl,因此,黑曜石器皿与土耳其中部的联系在文献中广为流传。在 21 世纪之前,由于化学分析具有破坏性,黑曜石器皿和碎片几乎从未经过检测,因此几乎没有机会推翻或支持这种关联。此外,这类器皿可能是有声望的物品,因此备受关注。然而,要考虑材料来源的价值和意义,关键是要正确识别其来源。首先,我考虑了以前研究过的器皿碎片的现有来源数据。其次,我报告了我对大都会艺术博物馆收藏的一件来源不明的器皿、乌尔出土的碎片以及 Renfrew 及其同事测试过的 Tepe Gawra 出土的同一件器皿的新来源鉴定。只有位于土耳其中南部的遗址(Domuztepe)有来自卡帕多西亚黑曜石产地的抛光器物碎片。至于美索不达米亚(Tepe Gawra、Ur、Kenan Tepe)和扎格罗斯(Tal-e Malyan)遗址,器皿则来自土耳其东部的四个来源:Sarıkamış 2、Nemrut Dağ 2、Bingöl B 和 Meydan Dağ。因此,必须放弃将黑曜石器皿与土耳其中部联系起来的观点,也必须放弃基于这种联系的叙述(例如,卡帕多西亚和美索不达米亚早期国家或精英之间的交流)。
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引用次数: 0
Nondestructive analysis of internal crystallographic structures of Japanese swords using neutron imaging 利用中子成像对日本刀的内部晶体结构进行无损分析
IF 1.5 2区 历史学 N/A ARCHAEOLOGY Pub Date : 2024-08-24 DOI: 10.1016/j.jasrep.2024.104729

Crystallographic information and the internal structure of Japanese swords are crucial for understanding their metallurgical characteristics and exploring their making process. By accumulating such information from various swords made in different regions, eras and by different swordsmiths, we believe it will greatly aid in the comprehensive understanding of Japanese swords. We have been investigating Japanese swords using nondestructive analysis methods of neutron Bragg-edge transmission (BET) imaging and neutron tomography. BET provides insights into the crystalline structure of the steel, while the neutron tomography offers cross-sectional views of the sword. In this study, we examined three swords: Kashu Kiyomitsu, Nankaitaro Tomotaka, and Hosokawa Masanori, crafted between the Edo era (ca. 1603–1850) and the Meiji era (1868–1912).

Kashu Kiyomitsu, from the early Edo era, exhibited a complex internal structure, with crystallite size of 0.5 µm or less around the cutting tip. Furthermore, other regions with crystallite sizes of 1 µm or larger were observed, extending from the middle area of the blade to the vicinity of the tang. The cross-sectional features of Kashu Kiyomitsu suggest that the sword has a complex structure probably combining low-carbon steel Kawagane and Shingane with a dedicated high-carbon steel for the cutting edge, Hagane. The martensite phase, indicating the quenched area, extended evenly over approximately 4 mm. In contrast, both Nankaitaro Tomotaka, from the late Edo era, and Hosokawa Masanori, from the Meiji era, exhibited relatively uniform crystallographic structures throughout the entire blade. In Nankaitaro Tomotaka, the martensite phase extended over a width of 4–6 mm from the cutting edge, confirming the arch-like boundary between martensite and ferrite/pearlite within the blade. In Hosokawa Masanori, the martensite phase extended over approximately 8–10 mm from the cutting edge, with a wavy pattern along the longitudinal direction. These observations suggest that Nankaitaro Tomotaka and Hosokawa Masanori were made using simpler sword-making techniques compared to Kashu Kiyomitsu.

日本刀的晶体学信息和内部结构对于了解其冶金特性和探索其制作工艺至关重要。我们相信,通过积累不同地区、不同时代和不同铸剑师制作的各种日本刀的此类信息,将大大有助于全面了解日本刀。我们一直在使用中子钎边透射(BET)成像和中子断层扫描等无损分析方法研究日本刀。BET 可深入了解钢的结晶结构,而中子断层扫描可提供剑的横截面视图。在这项研究中,我们检查了三把剑:江户时代(约 1603-1850 年)至明治时代(1868-1912 年)期间制作的 Kashu Kiyomitsu、Nankaitaro Tomotaka 和 Hosokawa Masanori。此外,还观察到结晶尺寸为 1 微米或更大的其他区域,从刀片的中间区域一直延伸到切口附近。Kashu Kiyomitsu 的横截面特征表明,这把剑具有复杂的结构,可能结合了低碳钢 Kawagane 和 Shingane 以及专门用于刃口的高碳钢 Hagane。表示淬火区域的马氏体相均匀地延伸了约 4 毫米。相比之下,江户时代晚期的 Nankaitaro Tomotaka 和明治时代的 Hosokawa Masanori 在整个刀刃上表现出相对均匀的结晶结构。在 Nankaitaro Tomotaka 中,马氏体相从切削刃延伸到 4-6 毫米的宽度,证实了马氏体和铁素体/珠光体之间在刀片内部的拱形边界。细川正则的马氏体相距切削刃约 8-10 毫米,沿纵向呈波浪状。这些观察结果表明,与 Kashu Kiyomitsu 相比,Nankaitaro Tomotaka 和 Hosokawa Masanori 的制剑技术更为简单。
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引用次数: 0
Birds of prey in the historical past of Eastern Europe: Evidence from bones 东欧历史上的猛禽:骨骼证据
IF 1.5 2区 历史学 N/A ARCHAEOLOGY Pub Date : 2024-08-24 DOI: 10.1016/j.jasrep.2024.104735

The results of the study of birds of prey remains from the southern part of Eastern Europe are analysed in the paper. The studied material comes from 169 archaeological sites of different age (Neolithic/Eneolithic, Bronze Age, Early Iron Age, Early Middle Ages, Kyivan Rus Time, and the Modern Age). Twenty-eight species of raptors were identified in the samples. Of them, hawks, eagles, and vultures are represented by 20 species, while falcons and owls are less diverse (each are represented by only four taxa). Particular birds of prey species were more widely distributed in the historical past of the studied region and were characterised by higher abundance compared to modern times. The remains of owls are especially numerous in materials from Neolithic, Eneolithic, and Bronze Age settlements. The Early Iron Age was the time of a high abundance of diurnal raptors, which were used for different purposes by the people inhabiting the territory of modern-day Ukraine. Only a few birds of prey were recorded for the Early Middle Ages and the Modern Age, most probably due to economic issues and the development of animal husbandry. Numerous remains of hawks and a lesser amount of falcon bones were found at settlements of the Kyivan Rus state, which is associated with the spread of gamehawking while falconry with falcons was available mainly to the elite of that time. The results of archaeornithological studies are supplemented and corroborated to some extent with the information taken from literature sources and by analysing the ancient images of birds.

本文分析了对东欧南部鸟类遗骸的研究结果。研究材料来自 169 个不同年代的考古遗址(新石器时代/新石器时代、青铜时代、早期铁器时代、早期中世纪、基辅罗斯时代和现代)。在样本中发现了 28 种猛禽。其中,鹰、老鹰和秃鹫有 20 种,而猎鹰和猫头鹰的种类较少(分别只有 4 个类群)。在所研究地区的历史上,某些猎禽物种的分布更为广泛,而且与现代相比数量更多。在新石器时代、新石器时代和青铜时代定居点的材料中,猫头鹰的遗骸特别多。铁器时代早期是昼伏夜出的猛禽大量出现的时期,居住在现代乌克兰境内的人们将这些猛禽用于不同的目的。中世纪早期和近代只有少数猛禽记录在案,这很可能是由于经济问题和畜牧业的发展造成的。在基辅罗斯国的定居点发现了大量鹰的遗骸和少量猎鹰骨骼,这与猎鹰的传播有关,而猎鹰主要是当时的精英阶层才能使用。考古鸟类学研究的结果在一定程度上得到了文献资料和古代鸟类图像分析信息的补充和证实。
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引用次数: 0
Sex estimation using long bones in the largest burial site of the Copper Age: Linear discriminant analysis and random forest 利用铜器时代最大墓葬遗址中的长骨进行性别估计:线性判别分析和随机森林
IF 1.5 2区 历史学 N/A ARCHAEOLOGY Pub Date : 2024-08-23 DOI: 10.1016/j.jasrep.2024.104730

Sex estimation of the individuals in a sample is fundamental for any bioarchaeological study to define a particular demographic assemblage or to classify isolated remains. Long bones are an excellent alternative for sex estimation when the most dimorphic anatomical parts are not preserved or are highly altered. Here we propose a set of discriminant functions and classification models to estimate the sex of prehistoric individuals using linear discriminant analysis and machine learning approaches. Different osteometric variables were taken from the humeri, ulnae, radii, femurs and tibias of a sample of 109 articulated skeletons buried in the collective tomb of Camino del Molino (Region of Murcia, SE-Spain), dated to the 3rd millennium BC. Sex was estimated based on standard anthropological methods and ancient DNA analysis of a control sample. Fifty-two discriminant functions with prediction thresholds higher than 0.8 on the ROC curve were obtained using independent (22) and combined variables (30). The best LDA models for sex prediction were those based on proximal epiphyseal widths or their combination with other variables, reaching values close to 0.98 on the ROC curve. The random forest-based model obtained an accuracy of 0.94 and confirmed the importance of epiphyseal widths in sex classification. This analysis is more comprehensive than univariate LDA, as it allows for ranking the importance of bones in sex discrimination and considers correlations between long bones rather than treating them as independent observations. In contrast, applying LDA to each bone makes it easier to predict the sex of other coeval collections that do not have such a complete sample. This work aims to overcome the scarcity of methods that can be applied to sex estimation of the large volume of isolated remains from Camino del Molino and for other Mediterranean skeletal series from the Late Prehistory with high biological affinity and that share similar environmental conditions.

对样本中的个体进行性别估计是任何生物考古学研究的基础,以确定特定的人口组合或对孤立的遗骸进行分类。如果最二态的解剖部位没有保存下来或者发生了很大的变化,长骨是进行性别估计的绝佳选择。在这里,我们提出了一套判别函数和分类模型,利用线性判别分析和机器学习方法来估计史前个体的性别。我们从埋葬在卡米诺德尔莫利诺(西班牙东南部穆尔西亚地区)集体墓葬中的 109 具有关节的骸骨样本(年代为公元前三千年)的肱骨、尺骨、桡骨、股骨和胫骨中提取了不同的骨测量变量。性别是根据标准人类学方法和对照样本的古 DNA 分析进行估计的。利用独立变量(22 个)和组合变量(30 个),获得了 52 个在 ROC 曲线上预测阈值高于 0.8 的判别函数。性别预测效果最好的 LDA 模型是基于近端骺端宽度或与其他变量组合的模型,其 ROC 曲线值接近 0.98。基于随机森林的模型准确率为 0.94,证实了骺端宽度在性别分类中的重要性。这种分析比单变量 LDA 更为全面,因为它允许对骨骼在性别鉴别中的重要性进行排序,并考虑了长骨之间的相关性,而不是将它们视为独立的观察对象。相比之下,对每块骨头应用 LDA 可以更容易地预测没有如此完整样本的其他同时期采集物的性别。这项工作的目的是克服可用于对来自卡米诺-德尔-莫利诺的大量孤立遗骸进行性别估计的方法稀缺的问题,以及对具有高度生物亲缘关系和类似环境条件的史前晚期其他地中海骨骼系列进行性别估计的问题。
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Journal of Archaeological Science-Reports
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